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Many important persons of Japan were eager to bring Swami Vivekananda, a Hindu Monk, to Japan since he fostered the prestige of Asia in Europe and America. As a token conveyance fare he sent Rs. 300 for bringing Swamiji to Japan in June 1901. But it was not possible for him to go due tohis broken health and the immediate responsibilities of the Math. Along with the young devotee, Harisun and Miss Maclaud, Okakura after a long tour of different places came to see Swami Vivekananda at Belur Math on 6 January 1902. Okakura was introduced to Nivedita some time in March 1902.
Mrs. Oli Bul arranged a party at American Consulate in honour of Okakura. In this party, at the initiative of Nivedita, Surendranath Thakur got acquianted with Okakura and became his follower. After a long time, in August 1936, Surendranath described this incident in journal, The Viswabharati Quarterly. But due to political reason he suppressed many facts there. As a result, the story of Rabindranath and Okakura remained unpublished. This incident was unearthed by Abanindranath subsequently.
Rabindranath invited Okakura to Shantiniketan and he also accepted the invitation. The friendship between Rabindranath and Okakura was deep and lasting. At the request of Srish Chandra Majumdar, Rabindranath acquisitioned a piece of land in Bodhgaya for Okakura and met him in Boston, USA, in 1913. He stayed in Okakura's house when he went to Japan. Rabindranath offered flowers to the memory of Okakura in Japan..